Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 1.156685 1.412008 1.741177 2.210750 2.889141 3.880289 5.542110
2025-05-18 0.835337 1.117940 1.540241 2.268105 3.625915 6.450518 14.671163
2025-05-25 0.684892 0.972379 1.446798 2.387242 4.563584 11.074259 54.627146
2025-06-01 0.576597 0.850377 1.332978 2.389787 5.290584 17.605863 385.810708
2025-06-08 0.491938 0.743755 1.207593 2.296554 5.699425 25.589757 NaN
2025-06-15 0.447851 0.696354 1.177845 2.406903 6.955336 51.890575 NaN
2025-06-22 0.405400 0.642985 1.120411 2.418112 7.932374 105.136115 NaN
2025-06-29 0.365928 0.588333 1.046711 2.349935 8.505630 208.082543 NaN
2025-07-06 0.335063 0.545533 0.989689 2.308039 9.241378 571.490159 NaN
2025-07-13 0.322860 0.537350 1.009341 2.525303 12.410067 NaN NaN
2025-07-20 0.307357 0.520034 1.003166 2.654787 15.678030 NaN NaN
2025-07-27 0.288206 0.492562 0.966016 2.650077 17.804527 NaN NaN
2025-08-03 0.266818 0.458566 0.907722 2.541843 18.466425 NaN NaN
2025-08-10 0.253933 0.441509 0.891103 2.607420 22.676054 NaN NaN
2025-08-17 0.244771 0.431420 0.891180 2.752823 30.731751 NaN NaN
2025-08-24 0.232380 0.412758 0.864066 2.755826 36.288693 NaN NaN
2025-08-31 0.218174 0.388677 0.817857 2.641372 37.264623 NaN NaN
2025-09-07 0.211585 0.381247 0.818347 2.776859 52.839300 NaN NaN
2025-09-14 0.202687 0.367627 0.798364 2.790654 65.183761 NaN NaN
2025-09-21 0.192486 0.350126 0.764250 2.706836 69.764913 NaN NaN
2025-09-28 0.183813 0.335561 0.737210 2.655441 78.218674 NaN NaN
2025-10-05 0.181852 0.336647 0.758503 2.922902 164.599822 NaN NaN
2025-10-12 0.177790 0.332301 0.762018 3.083393 330.685344 NaN NaN